Overview
Brought to you by YData
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 1068 |
| Missing cells | 3380 |
| Missing cells (%) | 12.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 208.7 KiB |
| Average record size in memory | 200.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Text | 2 |
| Categorical | 4 |
| Numeric | 17 |
| Unsupported | 1 |
nat has constant value "AC" | Constant |
em has constant value "LML" | Constant |
al2o3 is highly overall correlated with caot and 4 other fields | High correlation |
caot is highly overall correlated with al2o3 and 4 other fields | High correlation |
g45µ is highly overall correlated with g75µ | High correlation |
g75µ is highly overall correlated with g45µ | High correlation |
k2o is highly overall correlated with al2o3 and 2 other fields | High correlation |
mgo is highly overall correlated with na2o | High correlation |
ml is highly overall correlated with pl and 1 other fields | High correlation |
na2o is highly overall correlated with al2o3 and 4 other fields | High correlation |
pf is highly overall correlated with al2o3 and 3 other fields | High correlation |
pl is highly overall correlated with ml and 1 other fields | High correlation |
r1_iram1622 is highly overall correlated with r2_iram1622 and 1 other fields | High correlation |
r28_iram1622 is highly overall correlated with r2_iram1622 and 1 other fields | High correlation |
r2_iram1622 is highly overall correlated with r1_iram1622 and 3 other fields | High correlation |
r3_iram1622 is highly overall correlated with ml and 4 other fields | High correlation |
r7_iram1622 is highly overall correlated with r28_iram1622 and 2 other fields | High correlation |
sio2 is highly overall correlated with al2o3 and 4 other fields | High correlation |
g75µ has 30 (2.8%) missing values | Missing |
g45µ has 24 (2.2%) missing values | Missing |
sba has 26 (2.4%) missing values | Missing |
r1_iram1622 has 662 (62.0%) missing values | Missing |
r2_iram1622 has 105 (9.8%) missing values | Missing |
r3_iram1622 has 930 (87.1%) missing values | Missing |
r7_iram1622 has 272 (25.5%) missing values | Missing |
r28_iram1622 has 57 (5.3%) missing values | Missing |
r91_iram1622 has 1068 (100.0%) missing values | Missing |
pf has 26 (2.4%) missing values | Missing |
so3 has 22 (2.1%) missing values | Missing |
mgo has 23 (2.2%) missing values | Missing |
sio2 has 22 (2.1%) missing values | Missing |
fe2o3 has 22 (2.1%) missing values | Missing |
caot has 22 (2.1%) missing values | Missing |
al2o3 has 22 (2.1%) missing values | Missing |
na2o has 25 (2.3%) missing values | Missing |
k2o has 22 (2.1%) missing values | Missing |
r91_iram1622 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
g75µ has 13 (1.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-08 19:36:25.387249 |
|---|---|
| Analysis finished | 2024-11-08 19:37:43.668460 |
| Duration | 1 minute and 18.28 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
date
Date
| Distinct | 683 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.5 KiB |
| Minimum | 2018-01-02 00:00:00 |
|---|---|
| Maximum | 2021-04-13 00:00:00 |
Histogram with fixed size bins (bins=50)
ric
Text
| Distinct | 892 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.5 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 754 ? |
|---|---|
| Unique (%) | 70.6% |
Sample
| 1st row | 7707ST |
|---|---|
| 2nd row | 7702ST |
| 3rd row | 7722ST |
| 4th row | 7726ST |
| 5th row | 7729ST |
| Value | Count | Frequency (%) |
| 7722st | 4 | 0.4% |
| 7726st | 4 | 0.4% |
| 7727st | 4 | 0.4% |
| 7779st | 4 | 0.4% |
| 8272st | 4 | 0.4% |
| 8727st | 4 | 0.4% |
| 2727st | 3 | 0.3% |
| 5677st | 3 | 0.3% |
| 6877st | 3 | 0.3% |
| 2772st | 3 | 0.3% |
| Other values (882) | 1032 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1068 | |
| S | 1068 | |
| 7 | 964 | |
| 2 | 775 | |
| 8 | 511 | |
| 6 | 474 | |
| 5 | 467 | |
| 9 | 457 | |
| 0 | 320 | 5.0% |
| 1 | 304 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6408 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1068 | |
| S | 1068 | |
| 7 | 964 | |
| 2 | 775 | |
| 8 | 511 | |
| 6 | 474 | |
| 5 | 467 | |
| 9 | 457 | |
| 0 | 320 | 5.0% |
| 1 | 304 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6408 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1068 | |
| S | 1068 | |
| 7 | 964 | |
| 2 | 775 | |
| 8 | 511 | |
| 6 | 474 | |
| 5 | 467 | |
| 9 | 457 | |
| 0 | 320 | 5.0% |
| 1 | 304 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6408 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1068 | |
| S | 1068 | |
| 7 | 964 | |
| 2 | 775 | |
| 8 | 511 | |
| 6 | 474 | |
| 5 | 467 | |
| 9 | 457 | |
| 0 | 320 | 5.0% |
| 1 | 304 | 4.7% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AC |
|---|---|
| 2nd row | AC |
| 3rd row | AC |
| 4th row | AC |
| 5th row | AC |
Common Values
| Value | Count | Frequency (%) |
| AC | 1068 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ac | 1068 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1068 | |
| C | 1068 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2136 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 1068 | |
| C | 1068 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2136 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 1068 | |
| C | 1068 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2136 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 1068 | |
| C | 1068 |
pl
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.5 KiB |
| 2 | |
|---|---|
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1068 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1068 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1068 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | LML |
|---|---|
| 2nd row | LML |
| 3rd row | LML |
| 4th row | LML |
| 5th row | LML |
Common Values
| Value | Count | Frequency (%) |
| LML | 1068 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| lml | 1068 |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 2136 | |
| M | 1068 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3204 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 2136 | |
| M | 1068 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3204 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 2136 | |
| M | 1068 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3204 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 2136 | |
| M | 1068 |
ml
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.5 KiB |
| 2 | |
|---|---|
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1068 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1068 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1068 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 571 | |
| 3 | 497 |
rie
Text
| Distinct | 892 |
|---|---|
| Distinct (%) | 83.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.5 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 754 ? |
|---|---|
| Unique (%) | 70.6% |
Sample
| 1st row | 7707ST |
|---|---|
| 2nd row | 7702ST |
| 3rd row | 7722ST |
| 4th row | 7726ST |
| 5th row | 7729ST |
| Value | Count | Frequency (%) |
| 7722st | 4 | 0.4% |
| 7726st | 4 | 0.4% |
| 7727st | 4 | 0.4% |
| 7779st | 4 | 0.4% |
| 8272st | 4 | 0.4% |
| 8727st | 4 | 0.4% |
| 2727st | 3 | 0.3% |
| 5677st | 3 | 0.3% |
| 6877st | 3 | 0.3% |
| 2772st | 3 | 0.3% |
| Other values (882) | 1032 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1068 | |
| S | 1068 | |
| 7 | 964 | |
| 2 | 775 | |
| 8 | 511 | |
| 6 | 474 | |
| 5 | 467 | |
| 9 | 457 | |
| 0 | 320 | 5.0% |
| 1 | 304 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6408 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1068 | |
| S | 1068 | |
| 7 | 964 | |
| 2 | 775 | |
| 8 | 511 | |
| 6 | 474 | |
| 5 | 467 | |
| 9 | 457 | |
| 0 | 320 | 5.0% |
| 1 | 304 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6408 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1068 | |
| S | 1068 | |
| 7 | 964 | |
| 2 | 775 | |
| 8 | 511 | |
| 6 | 474 | |
| 5 | 467 | |
| 9 | 457 | |
| 0 | 320 | 5.0% |
| 1 | 304 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6408 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1068 | |
| S | 1068 | |
| 7 | 964 | |
| 2 | 775 | |
| 8 | 511 | |
| 6 | 474 | |
| 5 | 467 | |
| 9 | 457 | |
| 0 | 320 | 5.0% |
| 1 | 304 | 4.7% |
g75µ
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 80 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 30 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25845857 |
| Minimum | 0 |
|---|---|
| Maximum | 3.74 |
| Zeros | 13 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 0.17 |
| median | 0.23 |
| Q3 | 0.3 |
| 95-th percentile | 0.47 |
| Maximum | 3.74 |
| Range | 3.74 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.22480107 |
|---|---|
| Coefficient of variation (CV) | 0.86977601 |
| Kurtosis | 102.90931 |
| Mean | 0.25845857 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 8.4338194 |
| Sum | 268.28 |
| Variance | 0.050535519 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.19 | 68 | 6.4% |
| 0.26 | 61 | 5.7% |
| 0.22 | 53 | 5.0% |
| 0.24 | 43 | 4.0% |
| 0.2 | 42 | 3.9% |
| 0.29 | 41 | 3.8% |
| 0.16 | 41 | 3.8% |
| 0.3 | 37 | 3.5% |
| 0.23 | 36 | 3.4% |
| 0.15 | 35 | 3.3% |
| Other values (70) | 581 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 0.01 | 1 | 0.1% |
| 0.02 | 3 | 0.3% |
| 0.03 | 1 | 0.1% |
| 0.05 | 2 | 0.2% |
| 0.06 | 10 | |
| 0.07 | 17 | |
| 0.08 | 14 | |
| 0.09 | 24 | |
| 0.1 | 14 |
| Value | Count | Frequency (%) |
| 3.74 | 1 | |
| 3.12 | 1 | |
| 2.6 | 1 | |
| 2.24 | 1 | |
| 2.1 | 1 | |
| 1.71 | 1 | |
| 1.39 | 1 | |
| 1.18 | 1 | |
| 0.85 | 1 | |
| 0.81 | 1 |
g45µ
Real number (ℝ)
High correlation Missing
| Distinct | 219 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 24 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2100383 |
| Minimum | 0.06 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 0.06 |
|---|---|
| 5-th percentile | 1.58 |
| Q1 | 1.88 |
| median | 2.15 |
| Q3 | 2.44 |
| 95-th percentile | 3.1485 |
| Maximum | 6 |
| Range | 5.94 |
| Interquartile range (IQR) | 0.56 |
Descriptive statistics
| Standard deviation | 0.52697949 |
|---|---|
| Coefficient of variation (CV) | 0.23844812 |
| Kurtosis | 6.0466105 |
| Mean | 2.2100383 |
| Median Absolute Deviation (MAD) | 0.28 |
| Skewness | 1.3459524 |
| Sum | 2307.28 |
| Variance | 0.27770738 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 33 | 3.1% |
| 1.9 | 32 | 3.0% |
| 2.1 | 31 | 2.9% |
| 2.4 | 25 | 2.3% |
| 2.2 | 18 | 1.7% |
| 1.8 | 18 | 1.7% |
| 2.3 | 17 | 1.6% |
| 2.27 | 16 | 1.5% |
| 2.6 | 15 | 1.4% |
| 1.64 | 15 | 1.4% |
| Other values (209) | 824 | |
| (Missing) | 24 | 2.2% |
| Value | Count | Frequency (%) |
| 0.06 | 1 | |
| 0.26 | 1 | |
| 0.41 | 1 | |
| 0.55 | 1 | |
| 1 | 1 | |
| 1.06 | 1 | |
| 1.14 | 1 | |
| 1.15 | 1 | |
| 1.28 | 1 | |
| 1.29 | 1 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 5.5 | 1 | |
| 4.75 | 1 | |
| 4.59 | 1 | |
| 4.49 | 1 | |
| 4.45 | 2 | |
| 4.22 | 1 | |
| 4.02 | 1 | |
| 3.77 | 1 | |
| 3.76 | 1 |
sba
Real number (ℝ)
Missing
| Distinct | 115 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 26 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 418.78407 |
| Minimum | 330 |
|---|---|
| Maximum | 502 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 330 |
|---|---|
| 5-th percentile | 389 |
| Q1 | 407 |
| median | 418 |
| Q3 | 430 |
| 95-th percentile | 452 |
| Maximum | 502 |
| Range | 172 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 19.932075 |
|---|---|
| Coefficient of variation (CV) | 0.047595113 |
| Kurtosis | 1.313931 |
| Mean | 418.78407 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.32773235 |
| Sum | 436373 |
| Variance | 397.28762 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 411 | 28 | 2.6% |
| 421 | 28 | 2.6% |
| 426 | 27 | 2.5% |
| 420 | 25 | 2.3% |
| 428 | 25 | 2.3% |
| 416 | 25 | 2.3% |
| 410 | 24 | 2.2% |
| 418 | 24 | 2.2% |
| 417 | 24 | 2.2% |
| 419 | 24 | 2.2% |
| Other values (105) | 788 | |
| (Missing) | 26 | 2.4% |
| Value | Count | Frequency (%) |
| 330 | 1 | |
| 350 | 1 | |
| 363 | 1 | |
| 365 | 1 | |
| 366 | 1 | |
| 370 | 1 | |
| 371 | 1 | |
| 372 | 2 | |
| 374 | 2 | |
| 376 | 2 |
| Value | Count | Frequency (%) |
| 502 | 1 | |
| 495 | 1 | |
| 494 | 1 | |
| 489 | 1 | |
| 487 | 1 | |
| 484 | 2 | |
| 479 | 1 | |
| 477 | 2 | |
| 476 | 1 | |
| 475 | 1 |
r1_iram1622
Real number (ℝ)
High correlation Missing
| Distinct | 92 |
|---|---|
| Distinct (%) | 22.7% |
| Missing | 662 |
| Missing (%) | 62.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.278079 |
| Minimum | 12.1 |
|---|---|
| Maximum | 32.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 12.1 |
|---|---|
| 5-th percentile | 14.6 |
| Q1 | 16.9 |
| median | 18.25 |
| Q3 | 19.8 |
| 95-th percentile | 21.6 |
| Maximum | 32.5 |
| Range | 20.4 |
| Interquartile range (IQR) | 2.9 |
Descriptive statistics
| Standard deviation | 2.2780623 |
|---|---|
| Coefficient of variation (CV) | 0.12463357 |
| Kurtosis | 4.7269763 |
| Mean | 18.278079 |
| Median Absolute Deviation (MAD) | 1.45 |
| Skewness | 0.75617339 |
| Sum | 7420.9 |
| Variance | 5.1895677 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.4 | 13 | 1.2% |
| 17.4 | 13 | 1.2% |
| 18.9 | 11 | 1.0% |
| 18.1 | 11 | 1.0% |
| 16.9 | 10 | 0.9% |
| 19.8 | 9 | 0.8% |
| 19 | 9 | 0.8% |
| 17.1 | 9 | 0.8% |
| 16 | 8 | 0.7% |
| 17.3 | 8 | 0.7% |
| Other values (82) | 305 | |
| (Missing) | 662 |
| Value | Count | Frequency (%) |
| 12.1 | 2 | |
| 12.6 | 1 | 0.1% |
| 13.2 | 2 | |
| 13.4 | 1 | 0.1% |
| 13.7 | 3 | |
| 13.9 | 2 | |
| 14.1 | 1 | 0.1% |
| 14.3 | 2 | |
| 14.5 | 4 | |
| 14.6 | 4 |
| Value | Count | Frequency (%) |
| 32.5 | 1 | 0.1% |
| 30.3 | 1 | 0.1% |
| 23.6 | 1 | 0.1% |
| 23.1 | 1 | 0.1% |
| 22.8 | 1 | 0.1% |
| 22.6 | 2 | |
| 22.3 | 3 | |
| 22.2 | 1 | 0.1% |
| 22.1 | 2 | |
| 22 | 4 |
r2_iram1622
Real number (ℝ)
High correlation Missing
| Distinct | 103 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 105 |
| Missing (%) | 9.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.131568 |
| Minimum | 23.9 |
|---|---|
| Maximum | 36.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 23.9 |
|---|---|
| 5-th percentile | 27.9 |
| Q1 | 29.8 |
| median | 31.2 |
| Q3 | 32.5 |
| 95-th percentile | 34.4 |
| Maximum | 36.8 |
| Range | 12.9 |
| Interquartile range (IQR) | 2.7 |
Descriptive statistics
| Standard deviation | 2.0396538 |
|---|---|
| Coefficient of variation (CV) | 0.065517219 |
| Kurtosis | 0.12359534 |
| Mean | 31.131568 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | -0.28553116 |
| Sum | 29979.7 |
| Variance | 4.1601875 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31.9 | 26 | 2.4% |
| 32.1 | 25 | 2.3% |
| 30.4 | 25 | 2.3% |
| 30.5 | 21 | 2.0% |
| 30.7 | 21 | 2.0% |
| 31.3 | 21 | 2.0% |
| 31.2 | 21 | 2.0% |
| 30.9 | 21 | 2.0% |
| 31.6 | 20 | 1.9% |
| 30.6 | 20 | 1.9% |
| Other values (93) | 742 | |
| (Missing) | 105 | 9.8% |
| Value | Count | Frequency (%) |
| 23.9 | 1 | 0.1% |
| 24.7 | 1 | 0.1% |
| 24.8 | 2 | |
| 24.9 | 1 | 0.1% |
| 25.1 | 1 | 0.1% |
| 25.4 | 1 | 0.1% |
| 25.6 | 1 | 0.1% |
| 25.8 | 3 | |
| 25.9 | 1 | 0.1% |
| 26.1 | 2 |
| Value | Count | Frequency (%) |
| 36.8 | 1 | 0.1% |
| 36.4 | 1 | 0.1% |
| 36.3 | 2 | 0.2% |
| 35.9 | 1 | 0.1% |
| 35.7 | 2 | 0.2% |
| 35.2 | 2 | 0.2% |
| 35.1 | 5 | |
| 35 | 4 | |
| 34.9 | 6 | |
| 34.8 | 2 | 0.2% |
r3_iram1622
Real number (ℝ)
High correlation Missing
| Distinct | 78 |
|---|---|
| Distinct (%) | 56.5% |
| Missing | 930 |
| Missing (%) | 87.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.934058 |
| Minimum | 30.1 |
|---|---|
| Maximum | 48.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 30.1 |
|---|---|
| 5-th percentile | 33.085 |
| Q1 | 35.925 |
| median | 38 |
| Q3 | 39.675 |
| 95-th percentile | 41.83 |
| Maximum | 48.4 |
| Range | 18.3 |
| Interquartile range (IQR) | 3.75 |
Descriptive statistics
| Standard deviation | 2.8120309 |
|---|---|
| Coefficient of variation (CV) | 0.074129451 |
| Kurtosis | 1.0618832 |
| Mean | 37.934058 |
| Median Absolute Deviation (MAD) | 1.85 |
| Skewness | 0.075963943 |
| Sum | 5234.9 |
| Variance | 7.9075177 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39.6 | 5 | 0.5% |
| 34.8 | 4 | 0.4% |
| 39.1 | 4 | 0.4% |
| 36.9 | 4 | 0.4% |
| 38 | 4 | 0.4% |
| 35 | 3 | 0.3% |
| 38.4 | 3 | 0.3% |
| 37.8 | 3 | 0.3% |
| 38.2 | 3 | 0.3% |
| 39.8 | 3 | 0.3% |
| Other values (68) | 102 | 9.6% |
| (Missing) | 930 |
| Value | Count | Frequency (%) |
| 30.1 | 1 | |
| 30.9 | 1 | |
| 31.8 | 2 | |
| 31.9 | 1 | |
| 32.9 | 1 | |
| 33 | 1 | |
| 33.1 | 1 | |
| 33.7 | 1 | |
| 34.1 | 2 | |
| 34.3 | 1 |
| Value | Count | Frequency (%) |
| 48.4 | 1 | |
| 44.3 | 1 | |
| 44.2 | 1 | |
| 43.3 | 1 | |
| 43.2 | 1 | |
| 42.2 | 1 | |
| 42 | 1 | |
| 41.8 | 1 | |
| 41.7 | 1 | |
| 41.6 | 2 |
r7_iram1622
Real number (ℝ)
High correlation Missing
| Distinct | 120 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 272 |
| Missing (%) | 25.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.457412 |
| Minimum | 40 |
|---|---|
| Maximum | 53.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 43.2 |
| Q1 | 45.8 |
| median | 47.5 |
| Q3 | 49.2 |
| 95-th percentile | 51.4 |
| Maximum | 53.9 |
| Range | 13.9 |
| Interquartile range (IQR) | 3.4 |
Descriptive statistics
| Standard deviation | 2.4610286 |
|---|---|
| Coefficient of variation (CV) | 0.051857624 |
| Kurtosis | -0.14404003 |
| Mean | 47.457412 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | -0.14717313 |
| Sum | 37776.1 |
| Variance | 6.056662 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 47.2 | 21 | 2.0% |
| 47.9 | 18 | 1.7% |
| 46.5 | 17 | 1.6% |
| 46.8 | 17 | 1.6% |
| 45.9 | 16 | 1.5% |
| 47.3 | 15 | 1.4% |
| 48.6 | 15 | 1.4% |
| 47.1 | 15 | 1.4% |
| 48.4 | 14 | 1.3% |
| 48.1 | 14 | 1.3% |
| Other values (110) | 634 | |
| (Missing) | 272 |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 40.3 | 2 | |
| 40.7 | 1 | |
| 40.8 | 1 | |
| 41 | 2 | |
| 41.3 | 1 | |
| 41.7 | 1 | |
| 41.8 | 1 | |
| 42 | 1 | |
| 42.1 | 1 |
| Value | Count | Frequency (%) |
| 53.9 | 1 | 0.1% |
| 53.7 | 1 | 0.1% |
| 53.4 | 1 | 0.1% |
| 53.3 | 1 | 0.1% |
| 53.2 | 1 | 0.1% |
| 53.1 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 52.7 | 4 | |
| 52.6 | 2 | |
| 52.5 | 3 |
r28_iram1622
Real number (ℝ)
High correlation Missing
| Distinct | 105 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 57 |
| Missing (%) | 5.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.320277 |
| Minimum | 52.2 |
|---|---|
| Maximum | 64.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 52.2 |
|---|---|
| 5-th percentile | 54.8 |
| Q1 | 57 |
| median | 58.4 |
| Q3 | 59.8 |
| 95-th percentile | 61.45 |
| Maximum | 64.3 |
| Range | 12.1 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 2.0379067 |
|---|---|
| Coefficient of variation (CV) | 0.034943364 |
| Kurtosis | -0.22074127 |
| Mean | 58.320277 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | -0.17125425 |
| Sum | 58961.8 |
| Variance | 4.1530637 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 59.3 | 25 | 2.3% |
| 57.4 | 25 | 2.3% |
| 57.9 | 24 | 2.2% |
| 57.1 | 24 | 2.2% |
| 59.4 | 23 | 2.2% |
| 58.4 | 22 | 2.1% |
| 59 | 21 | 2.0% |
| 57.3 | 21 | 2.0% |
| 58.7 | 21 | 2.0% |
| 59.9 | 20 | 1.9% |
| Other values (95) | 785 | |
| (Missing) | 57 | 5.3% |
| Value | Count | Frequency (%) |
| 52.2 | 1 | 0.1% |
| 52.3 | 1 | 0.1% |
| 52.9 | 1 | 0.1% |
| 53.1 | 3 | |
| 53.2 | 1 | 0.1% |
| 53.3 | 2 | |
| 53.4 | 3 | |
| 53.6 | 2 | |
| 53.7 | 1 | 0.1% |
| 53.8 | 2 |
| Value | Count | Frequency (%) |
| 64.3 | 1 | |
| 64 | 1 | |
| 63.5 | 1 | |
| 63.4 | 1 | |
| 63.3 | 1 | |
| 63.2 | 1 | |
| 63.1 | 1 | |
| 63 | 2 | |
| 62.9 | 1 | |
| 62.8 | 2 |
r91_iram1622
Unsupported
Missing Rejected Unsupported
| Missing | 1068 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 8.5 KiB |
pf
Real number (ℝ)
High correlation Missing
| Distinct | 247 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 26 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6753551 |
| Minimum | 1.36 |
|---|---|
| Maximum | 6.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 1.36 |
|---|---|
| 5-th percentile | 1.6305 |
| Q1 | 1.9 |
| median | 2.31 |
| Q3 | 3.57 |
| 95-th percentile | 3.9395 |
| Maximum | 6.02 |
| Range | 4.66 |
| Interquartile range (IQR) | 1.67 |
Descriptive statistics
| Standard deviation | 0.87895882 |
|---|---|
| Coefficient of variation (CV) | 0.32853913 |
| Kurtosis | -1.172541 |
| Mean | 2.6753551 |
| Median Absolute Deviation (MAD) | 0.62 |
| Skewness | 0.38943964 |
| Sum | 2787.72 |
| Variance | 0.77256861 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.9 | 14 | 1.3% |
| 1.93 | 13 | 1.2% |
| 1.76 | 13 | 1.2% |
| 2.08 | 12 | 1.1% |
| 2.03 | 12 | 1.1% |
| 1.97 | 12 | 1.1% |
| 1.83 | 12 | 1.1% |
| 3.82 | 12 | 1.1% |
| 2.1 | 12 | 1.1% |
| 1.87 | 11 | 1.0% |
| Other values (237) | 919 | |
| (Missing) | 26 | 2.4% |
| Value | Count | Frequency (%) |
| 1.36 | 1 | 0.1% |
| 1.43 | 1 | 0.1% |
| 1.45 | 1 | 0.1% |
| 1.46 | 1 | 0.1% |
| 1.47 | 1 | 0.1% |
| 1.48 | 3 | |
| 1.49 | 3 | |
| 1.51 | 2 | |
| 1.52 | 1 | 0.1% |
| 1.53 | 3 |
| Value | Count | Frequency (%) |
| 6.02 | 1 | |
| 5.99 | 1 | |
| 5.02 | 1 | |
| 4.8 | 1 | |
| 4.77 | 1 | |
| 4.63 | 1 | |
| 4.49 | 1 | |
| 4.4 | 2 | |
| 4.39 | 1 | |
| 4.26 | 1 |
so3
Real number (ℝ)
Missing
| Distinct | 61 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 22 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8790822 |
| Minimum | 0.66 |
|---|---|
| Maximum | 3.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 0.66 |
|---|---|
| 5-th percentile | 2.7525 |
| Q1 | 2.84 |
| median | 2.88 |
| Q3 | 2.92 |
| 95-th percentile | 3.02 |
| Maximum | 3.27 |
| Range | 2.61 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.13758379 |
|---|---|
| Coefficient of variation (CV) | 0.047787379 |
| Kurtosis | 150.401 |
| Mean | 2.8790822 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -9.8370511 |
| Sum | 3011.52 |
| Variance | 0.0189293 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.9 | 96 | 9.0% |
| 2.87 | 74 | 6.9% |
| 2.86 | 69 | 6.5% |
| 2.88 | 67 | 6.3% |
| 2.91 | 67 | 6.3% |
| 2.89 | 65 | 6.1% |
| 2.92 | 58 | 5.4% |
| 2.85 | 46 | 4.3% |
| 2.84 | 44 | 4.1% |
| 2.94 | 40 | 3.7% |
| Other values (51) | 420 |
| Value | Count | Frequency (%) |
| 0.66 | 1 | 0.1% |
| 0.79 | 1 | 0.1% |
| 0.96 | 1 | 0.1% |
| 2.58 | 1 | 0.1% |
| 2.6 | 1 | 0.1% |
| 2.64 | 1 | 0.1% |
| 2.65 | 1 | 0.1% |
| 2.66 | 3 | |
| 2.67 | 2 | |
| 2.68 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 3.27 | 2 | 0.2% |
| 3.22 | 1 | 0.1% |
| 3.21 | 1 | 0.1% |
| 3.2 | 1 | 0.1% |
| 3.17 | 1 | 0.1% |
| 3.15 | 3 | |
| 3.14 | 2 | 0.2% |
| 3.12 | 6 | |
| 3.11 | 1 | 0.1% |
| 3.1 | 3 |
mgo
Real number (ℝ)
High correlation Missing
| Distinct | 61 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 23 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7590622 |
| Minimum | 0 |
|---|---|
| Maximum | 4.32 |
| Zeros | 6 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.55 |
| Q1 | 0.66 |
| median | 0.78 |
| Q3 | 0.84 |
| 95-th percentile | 0.93 |
| Maximum | 4.32 |
| Range | 4.32 |
| Interquartile range (IQR) | 0.18 |
Descriptive statistics
| Standard deviation | 0.18647332 |
|---|---|
| Coefficient of variation (CV) | 0.24566277 |
| Kurtosis | 144.85597 |
| Mean | 0.7590622 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | 7.7569225 |
| Sum | 793.22 |
| Variance | 0.0347723 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.84 | 103 | 9.6% |
| 0.9 | 47 | 4.4% |
| 0.67 | 42 | 3.9% |
| 0.79 | 41 | 3.8% |
| 0.8 | 41 | 3.8% |
| 0.86 | 34 | 3.2% |
| 0.82 | 32 | 3.0% |
| 0.66 | 29 | 2.7% |
| 0.89 | 27 | 2.5% |
| 0.77 | 26 | 2.4% |
| Other values (51) | 623 |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.6% |
| 0.26 | 1 | 0.1% |
| 0.48 | 1 | 0.1% |
| 0.5 | 1 | 0.1% |
| 0.51 | 1 | 0.1% |
| 0.52 | 5 | 0.5% |
| 0.53 | 13 | |
| 0.54 | 19 | |
| 0.55 | 15 | |
| 0.56 | 13 |
| Value | Count | Frequency (%) |
| 4.32 | 1 | 0.1% |
| 2.93 | 1 | 0.1% |
| 1.23 | 1 | 0.1% |
| 1.18 | 1 | 0.1% |
| 1.13 | 1 | 0.1% |
| 1.03 | 2 | 0.2% |
| 1.02 | 2 | 0.2% |
| 1 | 3 | |
| 0.99 | 4 | |
| 0.98 | 5 |
sio2
Real number (ℝ)
High correlation Missing
| Distinct | 324 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 22 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.974713 |
| Minimum | 17.73 |
|---|---|
| Maximum | 23.04 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 17.73 |
|---|---|
| 5-th percentile | 19.4225 |
| Q1 | 19.83 |
| median | 21.065 |
| Q3 | 21.9975 |
| 95-th percentile | 22.66 |
| Maximum | 23.04 |
| Range | 5.31 |
| Interquartile range (IQR) | 2.1675 |
Descriptive statistics
| Standard deviation | 1.1617563 |
|---|---|
| Coefficient of variation (CV) | 0.055388425 |
| Kurtosis | -1.4988368 |
| Mean | 20.974713 |
| Median Absolute Deviation (MAD) | 1.105 |
| Skewness | -0.052784426 |
| Sum | 21939.55 |
| Variance | 1.3496778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21.96 | 19 | 1.8% |
| 21.86 | 16 | 1.5% |
| 22.66 | 15 | 1.4% |
| 21.9 | 15 | 1.4% |
| 19.83 | 14 | 1.3% |
| 22.19 | 14 | 1.3% |
| 21.66 | 12 | 1.1% |
| 22.1 | 12 | 1.1% |
| 19.69 | 11 | 1.0% |
| 21.87 | 11 | 1.0% |
| Other values (314) | 907 | |
| (Missing) | 22 | 2.1% |
| Value | Count | Frequency (%) |
| 17.73 | 1 | |
| 18.29 | 1 | |
| 18.38 | 1 | |
| 18.63 | 1 | |
| 18.78 | 1 | |
| 19.03 | 1 | |
| 19.05 | 1 | |
| 19.14 | 1 | |
| 19.15 | 2 | |
| 19.16 | 2 |
| Value | Count | Frequency (%) |
| 23.04 | 1 | 0.1% |
| 23.03 | 2 | |
| 22.94 | 1 | 0.1% |
| 22.9 | 2 | |
| 22.89 | 1 | 0.1% |
| 22.88 | 1 | 0.1% |
| 22.86 | 3 | |
| 22.84 | 1 | 0.1% |
| 22.8 | 2 | |
| 22.79 | 4 |
fe2o3
Real number (ℝ)
Missing
| Distinct | 153 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 22 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3457361 |
| Minimum | 0.8 |
|---|---|
| Maximum | 5.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 0.8 |
|---|---|
| 5-th percentile | 3.81 |
| Q1 | 4.08 |
| median | 4.31 |
| Q3 | 4.65 |
| 95-th percentile | 4.9 |
| Maximum | 5.29 |
| Range | 4.49 |
| Interquartile range (IQR) | 0.57 |
Descriptive statistics
| Standard deviation | 0.38427684 |
|---|---|
| Coefficient of variation (CV) | 0.088426179 |
| Kurtosis | 11.607578 |
| Mean | 4.3457361 |
| Median Absolute Deviation (MAD) | 0.29 |
| Skewness | -1.2640855 |
| Sum | 4545.64 |
| Variance | 0.14766869 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.29 | 19 | 1.8% |
| 4.76 | 19 | 1.8% |
| 4.13 | 17 | 1.6% |
| 4.77 | 17 | 1.6% |
| 4.26 | 16 | 1.5% |
| 4.09 | 16 | 1.5% |
| 4.23 | 15 | 1.4% |
| 4.49 | 15 | 1.4% |
| 4.08 | 15 | 1.4% |
| 4.69 | 15 | 1.4% |
| Other values (143) | 882 | |
| (Missing) | 22 | 2.1% |
| Value | Count | Frequency (%) |
| 0.8 | 1 | 0.1% |
| 0.93 | 1 | 0.1% |
| 3.3 | 1 | 0.1% |
| 3.52 | 1 | 0.1% |
| 3.53 | 1 | 0.1% |
| 3.59 | 1 | 0.1% |
| 3.65 | 1 | 0.1% |
| 3.68 | 2 | |
| 3.69 | 3 | |
| 3.7 | 3 |
| Value | Count | Frequency (%) |
| 5.29 | 2 | |
| 5.28 | 1 | |
| 5.27 | 2 | |
| 5.26 | 1 | |
| 5.23 | 1 | |
| 5.21 | 2 | |
| 5.2 | 1 | |
| 5.15 | 2 | |
| 5.14 | 2 | |
| 5.13 | 1 |
caot
Real number (ℝ)
High correlation Missing
| Distinct | 329 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 22 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.098948 |
| Minimum | 59.69 |
|---|---|
| Maximum | 66.14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 59.69 |
|---|---|
| 5-th percentile | 60.68 |
| Q1 | 61.25 |
| median | 62.115 |
| Q3 | 62.9175 |
| 95-th percentile | 63.55 |
| Maximum | 66.14 |
| Range | 6.45 |
| Interquartile range (IQR) | 1.6675 |
Descriptive statistics
| Standard deviation | 0.97766103 |
|---|---|
| Coefficient of variation (CV) | 0.0157436 |
| Kurtosis | -0.72433595 |
| Mean | 62.098948 |
| Median Absolute Deviation (MAD) | 0.83 |
| Skewness | 0.029455658 |
| Sum | 64955.5 |
| Variance | 0.95582109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 61.9 | 17 | 1.6% |
| 61.4 | 12 | 1.1% |
| 60.9 | 11 | 1.0% |
| 62.61 | 11 | 1.0% |
| 62.9 | 11 | 1.0% |
| 60.87 | 10 | 0.9% |
| 60.86 | 9 | 0.8% |
| 62.98 | 9 | 0.8% |
| 60.98 | 9 | 0.8% |
| 62.93 | 8 | 0.7% |
| Other values (319) | 939 | |
| (Missing) | 22 | 2.1% |
| Value | Count | Frequency (%) |
| 59.69 | 2 | |
| 59.81 | 1 | 0.1% |
| 59.92 | 1 | 0.1% |
| 59.93 | 1 | 0.1% |
| 59.98 | 1 | 0.1% |
| 60.04 | 1 | 0.1% |
| 60.08 | 2 | |
| 60.09 | 3 | |
| 60.1 | 1 | 0.1% |
| 60.14 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 66.14 | 1 | |
| 65.51 | 1 | |
| 64.71 | 1 | |
| 64.48 | 1 | |
| 64.3 | 1 | |
| 63.97 | 1 | |
| 63.93 | 1 | |
| 63.91 | 1 | |
| 63.89 | 1 | |
| 63.88 | 2 |
al2o3
Real number (ℝ)
High correlation Missing
| Distinct | 200 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 22 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.167782 |
| Minimum | 2.84 |
|---|---|
| Maximum | 5.43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 2.84 |
|---|---|
| 5-th percentile | 3.4425 |
| Q1 | 3.82 |
| median | 4.04 |
| Q3 | 4.65 |
| 95-th percentile | 4.91 |
| Maximum | 5.43 |
| Range | 2.59 |
| Interquartile range (IQR) | 0.83 |
Descriptive statistics
| Standard deviation | 0.48632914 |
|---|---|
| Coefficient of variation (CV) | 0.11668776 |
| Kurtosis | -0.82640969 |
| Mean | 4.167782 |
| Median Absolute Deviation (MAD) | 0.33 |
| Skewness | 0.13736122 |
| Sum | 4359.5 |
| Variance | 0.23651603 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.9 | 24 | 2.2% |
| 4.86 | 23 | 2.2% |
| 4.01 | 18 | 1.7% |
| 3.89 | 16 | 1.5% |
| 4.77 | 16 | 1.5% |
| 4.76 | 16 | 1.5% |
| 4.02 | 15 | 1.4% |
| 3.87 | 15 | 1.4% |
| 3.85 | 14 | 1.3% |
| 4 | 14 | 1.3% |
| Other values (190) | 875 | |
| (Missing) | 22 | 2.1% |
| Value | Count | Frequency (%) |
| 2.84 | 1 | |
| 2.91 | 1 | |
| 2.92 | 1 | |
| 2.93 | 1 | |
| 2.95 | 1 | |
| 2.99 | 1 | |
| 3.06 | 1 | |
| 3.07 | 1 | |
| 3.08 | 1 | |
| 3.09 | 2 |
| Value | Count | Frequency (%) |
| 5.43 | 1 | 0.1% |
| 5.31 | 1 | 0.1% |
| 5.25 | 1 | 0.1% |
| 5.08 | 1 | 0.1% |
| 5.06 | 1 | 0.1% |
| 5.05 | 2 | |
| 5.04 | 2 | |
| 5.03 | 3 | |
| 5.02 | 3 | |
| 5.01 | 3 |
na2o
Real number (ℝ)
High correlation Missing
| Distinct | 19 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 25 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.085829338 |
| Minimum | 0 |
|---|---|
| Maximum | 0.96 |
| Zeros | 5 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 0.04 |
| median | 0.1 |
| Q3 | 0.13 |
| 95-th percentile | 0.14 |
| Maximum | 0.96 |
| Range | 0.96 |
| Interquartile range (IQR) | 0.09 |
Descriptive statistics
| Standard deviation | 0.05144512 |
|---|---|
| Coefficient of variation (CV) | 0.59938852 |
| Kurtosis | 78.261684 |
| Mean | 0.085829338 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 4.6046222 |
| Sum | 89.52 |
| Variance | 0.0026466004 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0.03 | 234 | |
| 0.1 | 187 | |
| 0.14 | 155 | |
| 0.04 | 119 | |
| 0.13 | 98 | |
| 0.11 | 64 | 6.0% |
| 0.09 | 49 | 4.6% |
| 0.12 | 45 | 4.2% |
| 0.05 | 26 | 2.4% |
| 0.15 | 19 | 1.8% |
| Other values (9) | 47 | 4.4% |
| (Missing) | 25 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.5% |
| 0.02 | 13 | 1.2% |
| 0.03 | 234 | |
| 0.04 | 119 | |
| 0.05 | 26 | 2.4% |
| 0.06 | 6 | 0.6% |
| 0.07 | 5 | 0.5% |
| 0.08 | 14 | 1.3% |
| 0.09 | 49 | 4.6% |
| 0.1 | 187 |
| Value | Count | Frequency (%) |
| 0.96 | 1 | 0.1% |
| 0.2 | 1 | 0.1% |
| 0.19 | 1 | 0.1% |
| 0.16 | 1 | 0.1% |
| 0.15 | 19 | 1.8% |
| 0.14 | 155 | |
| 0.13 | 98 | |
| 0.12 | 45 | 4.2% |
| 0.11 | 64 | 6.0% |
| 0.1 | 187 |
k2o
Real number (ℝ)
High correlation Missing
| Distinct | 85 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 22 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99210325 |
| Minimum | 0.03 |
|---|---|
| Maximum | 9.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.5 KiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 0.88 |
| median | 0.97 |
| Q3 | 1.09 |
| 95-th percentile | 1.2 |
| Maximum | 9.1 |
| Range | 9.07 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 0.3934419 |
|---|---|
| Coefficient of variation (CV) | 0.39657354 |
| Kurtosis | 345.01999 |
| Mean | 0.99210325 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 16.90614 |
| Sum | 1037.74 |
| Variance | 0.15479653 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.96 | 41 | 3.8% |
| 1.2 | 38 | 3.6% |
| 1.14 | 36 | 3.4% |
| 0.99 | 36 | 3.4% |
| 0.9 | 34 | 3.2% |
| 0.91 | 33 | 3.1% |
| 0.89 | 31 | 2.9% |
| 0.93 | 30 | 2.8% |
| 0.95 | 29 | 2.7% |
| 1.11 | 28 | 2.6% |
| Other values (75) | 710 |
| Value | Count | Frequency (%) |
| 0.03 | 1 | |
| 0.04 | 1 | |
| 0.48 | 1 | |
| 0.51 | 1 | |
| 0.54 | 2 | |
| 0.55 | 1 | |
| 0.56 | 1 | |
| 0.57 | 1 | |
| 0.58 | 1 | |
| 0.6 | 2 |
| Value | Count | Frequency (%) |
| 9.1 | 2 | |
| 2.76 | 1 | 0.1% |
| 2.69 | 1 | 0.1% |
| 1.91 | 1 | 0.1% |
| 1.48 | 1 | 0.1% |
| 1.37 | 1 | 0.1% |
| 1.33 | 2 | |
| 1.32 | 1 | 0.1% |
| 1.31 | 1 | 0.1% |
| 1.3 | 3 |
Interactions
Correlations
| al2o3 | caot | fe2o3 | g45µ | g75µ | k2o | mgo | ml | na2o | pf | pl | r1_iram1622 | r28_iram1622 | r2_iram1622 | r3_iram1622 | r7_iram1622 | sba | sio2 | so3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| al2o3 | 1.000 | -0.658 | -0.061 | -0.125 | 0.019 | 0.564 | 0.274 | 0.029 | 0.717 | -0.603 | 0.029 | 0.157 | 0.138 | 0.063 | -0.197 | -0.161 | 0.207 | 0.769 | -0.040 |
| caot | -0.658 | 1.000 | -0.220 | 0.134 | 0.046 | -0.633 | -0.484 | 0.000 | -0.654 | 0.618 | 0.000 | 0.018 | 0.128 | 0.089 | 0.282 | 0.323 | -0.212 | -0.717 | 0.105 |
| fe2o3 | -0.061 | -0.220 | 1.000 | 0.010 | 0.059 | 0.085 | 0.378 | 0.046 | 0.082 | -0.281 | 0.046 | -0.213 | -0.135 | -0.106 | 0.017 | -0.095 | 0.167 | 0.266 | 0.069 |
| g45µ | -0.125 | 0.134 | 0.010 | 1.000 | 0.520 | -0.117 | -0.216 | 0.132 | -0.127 | 0.273 | 0.132 | -0.220 | -0.042 | -0.122 | -0.121 | -0.028 | -0.093 | -0.147 | -0.030 |
| g75µ | 0.019 | 0.046 | 0.059 | 0.520 | 1.000 | -0.019 | -0.163 | 0.046 | -0.029 | 0.106 | 0.046 | -0.175 | -0.075 | -0.156 | -0.111 | -0.140 | -0.078 | -0.007 | -0.054 |
| k2o | 0.564 | -0.633 | 0.085 | -0.117 | -0.019 | 1.000 | 0.428 | 0.000 | 0.469 | -0.440 | 0.000 | 0.094 | -0.117 | -0.013 | -0.105 | -0.237 | 0.159 | 0.567 | -0.059 |
| mgo | 0.274 | -0.484 | 0.378 | -0.216 | -0.163 | 0.428 | 1.000 | 0.000 | 0.509 | -0.493 | 0.000 | -0.076 | -0.092 | -0.027 | 0.078 | -0.156 | 0.329 | 0.484 | -0.041 |
| ml | 0.029 | 0.000 | 0.046 | 0.132 | 0.046 | 0.000 | 0.000 | 1.000 | 0.000 | 0.074 | 0.998 | 0.184 | 0.047 | 0.135 | 1.000 | 0.188 | 0.103 | 0.092 | 0.130 |
| na2o | 0.717 | -0.654 | 0.082 | -0.127 | -0.029 | 0.469 | 0.509 | 0.000 | 1.000 | -0.575 | 0.000 | 0.070 | 0.107 | 0.060 | -0.125 | -0.141 | 0.374 | 0.697 | -0.040 |
| pf | -0.603 | 0.618 | -0.281 | 0.273 | 0.106 | -0.440 | -0.493 | 0.074 | -0.575 | 1.000 | 0.074 | -0.202 | -0.119 | -0.135 | 0.027 | 0.124 | -0.099 | -0.750 | 0.022 |
| pl | 0.029 | 0.000 | 0.046 | 0.132 | 0.046 | 0.000 | 0.000 | 0.998 | 0.000 | 0.074 | 1.000 | 0.184 | 0.047 | 0.135 | 1.000 | 0.188 | 0.103 | 0.092 | 0.130 |
| r1_iram1622 | 0.157 | 0.018 | -0.213 | -0.220 | -0.175 | 0.094 | -0.076 | 0.184 | 0.070 | -0.202 | 0.184 | 1.000 | 0.320 | 0.713 | 0.510 | 0.454 | -0.061 | 0.133 | -0.064 |
| r28_iram1622 | 0.138 | 0.128 | -0.135 | -0.042 | -0.075 | -0.117 | -0.092 | 0.047 | 0.107 | -0.119 | 0.047 | 0.320 | 1.000 | 0.513 | 0.487 | 0.640 | 0.078 | -0.003 | 0.109 |
| r2_iram1622 | 0.063 | 0.089 | -0.106 | -0.122 | -0.156 | -0.013 | -0.027 | 0.135 | 0.060 | -0.135 | 0.135 | 0.713 | 0.513 | 1.000 | 0.799 | 0.741 | 0.139 | -0.013 | 0.036 |
| r3_iram1622 | -0.197 | 0.282 | 0.017 | -0.121 | -0.111 | -0.105 | 0.078 | 1.000 | -0.125 | 0.027 | 1.000 | 0.510 | 0.487 | 0.799 | 1.000 | 0.671 | 0.190 | -0.188 | -0.023 |
| r7_iram1622 | -0.161 | 0.323 | -0.095 | -0.028 | -0.140 | -0.237 | -0.156 | 0.188 | -0.141 | 0.124 | 0.188 | 0.454 | 0.640 | 0.741 | 0.671 | 1.000 | 0.181 | -0.263 | 0.090 |
| sba | 0.207 | -0.212 | 0.167 | -0.093 | -0.078 | 0.159 | 0.329 | 0.103 | 0.374 | -0.099 | 0.103 | -0.061 | 0.078 | 0.139 | 0.190 | 0.181 | 1.000 | 0.213 | 0.086 |
| sio2 | 0.769 | -0.717 | 0.266 | -0.147 | -0.007 | 0.567 | 0.484 | 0.092 | 0.697 | -0.750 | 0.092 | 0.133 | -0.003 | -0.013 | -0.188 | -0.263 | 0.213 | 1.000 | -0.042 |
| so3 | -0.040 | 0.105 | 0.069 | -0.030 | -0.054 | -0.059 | -0.041 | 0.130 | -0.040 | 0.022 | 0.130 | -0.064 | 0.109 | 0.036 | -0.023 | 0.090 | 0.086 | -0.042 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| date | ric | nat | pl | em | ml | rie | g75µ | g45µ | sba | r1_iram1622 | r2_iram1622 | r3_iram1622 | r7_iram1622 | r28_iram1622 | r91_iram1622 | pf | so3 | mgo | sio2 | fe2o3 | caot | al2o3 | na2o | k2o | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2018-01-02 | 7707ST | AC | 3 | LML | 3 | 7707ST | 0.34 | 4.22 | 396.0 | NaN | 31.3 | NaN | 50.1 | 61.8 | NaN | 1.83 | 2.89 | 0.99 | 22.16 | 4.60 | 60.98 | 4.86 | 0.10 | 1.14 |
| 1 | 2018-01-02 | 7702ST | AC | 2 | LML | 2 | 7702ST | 0.68 | 4.45 | 399.0 | 19.1 | 32.2 | 37.9 | 49.4 | 60.5 | NaN | 1.58 | 2.88 | 0.71 | 22.62 | 4.08 | 61.09 | 4.58 | 0.13 | 1.01 |
| 2 | 2018-01-05 | 7722ST | AC | 2 | LML | 2 | 7722ST | 0.68 | 4.45 | 399.0 | NaN | 32.0 | NaN | 47.4 | 61.5 | NaN | 1.83 | 2.90 | 0.90 | 22.76 | 4.49 | 61.90 | 4.69 | 0.12 | 1.02 |
| 3 | 2018-01-07 | 7726ST | AC | 3 | LML | 3 | 7726ST | 0.81 | 4.59 | 394.0 | NaN | 29.9 | NaN | 46.2 | 60.1 | NaN | 1.97 | 2.84 | 0.72 | 22.45 | 4.08 | 61.75 | 4.57 | 0.12 | 1.02 |
| 4 | 2018-01-08 | 7729ST | AC | 2 | LML | 2 | 7729ST | 0.38 | 3.46 | 392.0 | 17.5 | 30.1 | 35.8 | 47.3 | 58.5 | NaN | 2.01 | 2.85 | 0.69 | 22.67 | 4.16 | 61.07 | 4.64 | 0.13 | 1.04 |
| 5 | 2018-01-09 | 7771ST | AC | 3 | LML | 3 | 7771ST | 0.42 | 3.64 | 411.0 | NaN | 30.8 | NaN | 45.6 | 58.0 | NaN | 1.88 | 2.91 | 0.69 | 22.61 | 4.13 | 61.29 | 4.64 | 0.13 | 1.07 |
| 6 | 2018-01-10 | 7725ST | AC | 2 | LML | 2 | 7725ST | 0.62 | 4.75 | 440.0 | NaN | 30.5 | NaN | 44.0 | 55.2 | NaN | 2.81 | 2.90 | 0.69 | 22.40 | 4.55 | 62.26 | 4.73 | 0.12 | 1.00 |
| 7 | 2018-01-12 | 7728ST | AC | 2 | LML | 2 | 7728ST | 0.30 | 4.02 | 423.0 | NaN | 31.2 | NaN | 44.1 | 57.3 | NaN | 2.21 | 2.99 | 0.73 | 22.48 | 4.09 | 60.74 | 4.75 | 0.13 | 1.32 |
| 8 | 2018-01-14 | 7756ST | AC | 2 | LML | 2 | 7756ST | 0.34 | 3.22 | 411.0 | NaN | 30.4 | NaN | 46.0 | 57.0 | NaN | 1.97 | 2.91 | 0.71 | 22.69 | 4.03 | 60.69 | 4.27 | 0.13 | 1.26 |
| 9 | 2018-01-15 | 7761ST | AC | 3 | LML | 3 | 7761ST | 0.50 | 3.77 | 401.0 | NaN | 30.2 | NaN | 44.9 | 57.5 | NaN | 1.96 | 2.86 | 0.67 | 22.44 | 4.48 | 60.80 | 4.69 | 0.14 | 1.20 |
| date | ric | nat | pl | em | ml | rie | g75µ | g45µ | sba | r1_iram1622 | r2_iram1622 | r3_iram1622 | r7_iram1622 | r28_iram1622 | r91_iram1622 | pf | so3 | mgo | sio2 | fe2o3 | caot | al2o3 | na2o | k2o | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1058 | 2021-04-07 | 9822ST | AC | 2 | LML | 2 | 9822ST | 1.18 | 2.60 | 402.0 | NaN | 28.8 | NaN | NaN | NaN | NaN | 3.47 | 2.86 | 0.68 | 20.20 | 4.18 | 63.10 | 3.86 | 0.03 | 0.92 |
| 1059 | 2021-04-07 | 9825ST | AC | 3 | LML | 3 | 9825ST | 0.21 | 2.12 | 416.0 | 17.1 | 30.3 | NaN | NaN | NaN | NaN | 3.82 | 2.84 | 0.69 | 20.02 | 4.11 | 63.12 | 3.81 | 0.03 | 0.95 |
| 1060 | 2021-04-08 | 9850ST | AC | 2 | LML | 2 | 9850ST | 0.26 | 2.01 | 407.0 | NaN | NaN | NaN | NaN | NaN | NaN | 3.42 | 0.66 | 4.32 | 20.08 | 0.93 | 62.89 | 3.86 | 0.96 | 2.69 |
| 1061 | 2021-04-08 | 9851ST | AC | 3 | LML | 3 | 9851ST | 0.21 | 2.03 | 405.0 | 14.7 | NaN | NaN | NaN | NaN | NaN | 3.55 | 2.81 | 0.66 | 20.06 | 4.40 | 63.04 | 3.80 | 0.03 | 0.90 |
| 1062 | 2021-04-09 | 9856ST | AC | 2 | LML | 2 | 9856ST | 0.28 | 1.79 | 408.0 | NaN | 29.7 | NaN | NaN | NaN | NaN | 3.57 | 2.86 | 0.67 | 19.87 | 4.29 | 62.80 | 3.82 | 0.03 | 0.93 |
| 1063 | 2021-04-09 | 9857ST | AC | 3 | LML | 3 | 9857ST | 0.22 | 2.15 | 403.0 | NaN | 29.6 | NaN | NaN | NaN | NaN | 3.73 | 2.80 | 0.67 | 19.81 | 4.33 | 62.73 | 3.80 | 0.03 | 0.93 |
| 1064 | 2021-04-11 | 9866ST | AC | 2 | LML | 2 | 9866ST | 0.30 | 2.12 | 414.0 | NaN | 30.4 | NaN | NaN | NaN | NaN | 3.56 | 2.87 | 0.71 | 19.91 | 4.18 | 62.94 | 3.89 | 0.04 | 0.99 |
| 1065 | 2021-04-11 | 9867ST | AC | 3 | LML | 3 | 9867ST | 0.66 | 2.95 | 407.0 | 15.7 | 28.3 | NaN | NaN | NaN | NaN | 3.69 | 2.86 | 0.68 | 19.83 | 4.26 | 62.95 | 3.83 | 0.03 | 0.93 |
| 1066 | 2021-04-13 | 9878ST | AC | 2 | LML | 2 | 9878ST | 0.19 | 1.78 | 420.0 | NaN | NaN | NaN | NaN | NaN | NaN | 3.27 | 2.92 | 0.71 | 19.87 | 4.13 | 62.98 | 3.88 | 0.03 | 0.97 |
| 1067 | 2021-04-13 | 9879ST | AC | 3 | LML | 3 | 9879ST | 0.15 | 2.62 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.66 | 2.90 | 0.70 | 19.83 | 4.18 | 63.08 | 3.85 | 0.03 | 0.97 |